Soumyajit Gupta

23 papers A* 1A 1Misc 1Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DeepEyeNet: Adaptive Genetic Bayesian Algorithm Based Hybrid ConvNeXtTiny Framework For Multi-Feature Glaucoma Eye Diagnosis. CoRR Angshuman Roy, Anuvab Sen, Soumyajit Gupta, Soham Haldar, Subhrajit Deb, Taraka Nithin Vankala, Arkapravo Das
2025	J	`jnl`	Finding Pareto trade-offs in fair and accurate detection of toxic speech. Inf. Res. Soumyajit Gupta, Venelin Kovatchev, Anubrata Das, Maria De-Arteaga, Matthew Lease
2024	J	`jnl`	Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection. CoRR Soumyajit Gupta, Venelin Kovatchev, Maria De-Arteaga, Matthew Lease
2023	A*	`conf`	Same Same, But Different: Conditional Multi-Task Learning for Demographic-Specific Toxicity Detection. WWW Soumyajit Gupta, Sooyong Lee, Maria De-Arteaga, Matthew Lease
2023	J	`jnl`	Same Same, But Different: Conditional Multi-Task Learning for Demographic-Specific Toxicity Detection. CoRR Soumyajit Gupta, Sooyong Lee, Maria De-Arteaga, Matthew Lease
2022	J	`jnl`	Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection. CoRR Venelin Kovatchev, Soumyajit Gupta, Matthew Lease
2022	J	`jnl`	HOFS: Higher order mutual information approximation for feature selection in R. SoftwareX Krzysztof Gajowniczek, Jialin Wu, Soumyajit Gupta, Chandrajit Bajaj
2022	A	`conf`	Learning a neural Pareto manifold extractor with constraints. UAI Soumyajit Gupta, Gurpreet Singh, Raghu Bollapragada, Matthew Lease
2021	J	`jnl`	A Hybrid 2-stage Neural Optimization for Pareto Front Extraction. CoRR Gurpreet Singh, Soumyajit Gupta, Matthew Lease, Clint Dawson
2021	Misc	`conf`	Pareto Solutions vs Dataset Optima: Concepts and Methods for Optimizing Competing Objectives with Constraints in Retrieval. ICTIR Soumyajit Gupta, Gurpreet Singh, Anubrata Das, Matthew Lease
2021	J	`jnl`	SCA-Net: A Self-Correcting Two-Layer Autoencoder for Hyper-spectral Unmixing. CoRR Gurpreet Singh, Soumyajit Gupta, Matthew Lease, Clint Dawson
2021	J	`jnl`	Scalable Uni-directional Pareto Optimality for Multi-Task Learning with Constraints. CoRR Soumyajit Gupta, Gurpreet Singh, Matthew Lease
2021	J	`jnl`	Tail-Net: Extracting Lowest Singular Triplets for Big Data Applications. CoRR Gurpreet Singh, Soumyajit Gupta
2020	J	`jnl`	Extracting Optimal Solution Manifolds using Constrained Neural Optimization. CoRR Gurpreet Singh, Soumyajit Gupta, Matthew Lease
2020	J	`jnl`	Prevention is Better than Cure: Handling Basis Collapse and Transparency in Dense Networks. CoRR Gurpreet Singh, Soumyajit Gupta, Clint N. Dawson
2020	J	`jnl`	Streaming Singular Value Decomposition for Big Data Applications. CoRR Gurpreet Singh, Soumyajit Gupta, Matthew Lease, Clint Dawson
2020	J	`jnl`	TIME: A Transparent, Interpretable, Model-Adaptive and Explainable Neural Network for Dynamic Physical Processes. CoRR Gurpreet Singh, Soumyajit Gupta, Matt Lease, Clint N. Dawson
2019	—	`conf`	A Streaming model for Generalized Rayleigh with extension to Minimum Noise Fraction. IEEE BigData Soumyajit Gupta, Chandrajit Bajaj
2019	—	`conf`	Correlation, Prediction and Ranking of Evaluation Metrics in Information Retrieval. ECIR (1) Soumyajit Gupta, Mücahid Kutlu, Vivek Khetan, Matthew Lease
2017	—	`conf`	Efficient Clustering-Based Noise Covariance Estimation for Maximum Noise Fraction. NCVPRIPG Soumyajit Gupta, Chandrajit Bajaj
2016	J	`jnl`	Higher Order Mutual Information Approximation for Feature Selection. CoRR Jilin Wu, Soumyajit Gupta, Chandrajit Bajaj
2014	—	`conf`	A GPU based Real-Time CUDA implementation for obtaining Visual Saliency. ICVGIP Rahul Agrawal, Soumyajit Gupta, Jayanta Mukherjee, Ritwik Kumar Layek
2013	—	`conf`	Psychovisual saliency in color images. NCVPRIPG Soumyajit Gupta, Rahul Agrawal, Ritwik Kumar Layek, Jayanta Mukhopadhyay